MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26901 |
Analyse B2B sales deals, uncover risks, stakeholders, next steps, and winning a…
|
B 79 2⁄5 | ||||||||
| 26902 |
EU pay transparency (Directive 2023/970) and French Egapro readiness assistant.…
|
B 79 2⁄5 | ||||||||
| 26903 |
Enables AI image and video generation using Midjourney through the AceDataCloud…
|
B 79 3⁄4 | ||||||||
| 26904 |
This MCP server enables natural-language querying of Grafana logs by automatica…
|
B 79 3⁄4 | ||||||||
| 26905 |
Real availability, prices and bookings of car rental companies (rent-a-car), by…
|
B 79 2⁄5 | ||||||||
| 26906 |
Discover, hire and verify agents through a public job ledger, with market intel…
|
B 79 2⁄5 | ||||||||
| 26907 |
Free no-signup cloud tools for AI agents: file transfer, static site hosting, m…
|
B 79 2⁄5 | ||||||||
| 26908 |
Search harness engineering, agentic AI patterns, architectures, governance and …
|
B 79 3⁄5 | ||||||||
| 26909 |
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and …
|
B 79 3⁄5 | ||||||||
| 26910 |
Avocado AI
Claim
Generate AI images, videos, music, SFX & speech in any AI assistant. Results ap…
|
B 79 3⁄5 | ||||||||
| 26911 |
Provides automated data visualization and analysis tools that intelligently sel…
|
B 79 3⁄4 | ||||||||
| 26912 |
Persistent memory for AI agents with Ebbinghaus forgetting-curve decay, hybrid …
|
B 79 3⁄4 | ||||||||
| 26913 |
An MCP server that provides persistent, cross-session memory and team knowledge…
|
B 79 3⁄4 | ||||||||
| 26914 |
Search and install curated agent skills, plus bundles that get one job done in …
|
B 79 3⁄5 | ||||||||
| 26915 |
Clean YouTube transcripts for agents: single videos, channels, playlists, plus …
|
B 79 3⁄5 | ||||||||
| 26916 |
Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Fr…
|
B 79 3⁄5 | ||||||||
| 26917 |
cowboy-model-finder
Claim
Find your perfect Cowboy e-bike with an interactive wizard and AI recommendatio…
|
B 79 3⁄5 | ||||||||
| 26918 |
Turn sports picks into one link that opens them, loaded, in any US sportsbook. …
|
B 79 2⁄5 | ||||||||
| 26919 |
ByteDance Seedance AI video generation with text-to-video, image-to-video, mult…
|
B 79 3⁄4 | ||||||||
| 26920 |
An enterprise-grade MCP server for the ServiceTitan API featuring robust safety…
|
B 79 3⁄4 | ||||||||
| 26921 |
VSAX MCP Server
Claim
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
|
B 79 3⁄4 | ||||||||
| 26922 |
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, requ…
|
B 79 3⁄5 | ||||||||
| 26923 |
Lowvyn
Claim
Verify Canadian deals, find the same product cheaper across .ca retailers, trac…
|
B 79 3⁄5 | ||||||||
| 26924 |
Search SORACOM documentation: service guides, FAQ, API references, IoT recipes,…
|
B 79 2⁄5 | ||||||||
| 26925 |
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode…
|
B 79 3⁄4 | ||||||||
| 26926 |
Search indie product launches, rankings and makers, and submit your own, on Awe…
|
B 79 2⁄5 | ||||||||
| 26927 |
Statistics for every Finnish postal code area and municipality: income, housing…
|
B 79 3⁄5 | ||||||||
| 26928 |
Search millions of sound and soundboards on 101soundboards.com
|
B 79 2⁄5 | ||||||||
| 26929 |
Citable facts from official US sources: SEC filings, gov contracts, banks, nonp…
|
B 79 2⁄5 | ||||||||
| 26930 |
AI-native scheduling and booking: check availability, book meetings, share link…
|
B 79 3⁄5 | ||||||||
| 26931 |
Read-only docs for the ADITUS event-technology APIs (ticketing, access, BI) and…
|
B 79 2⁄5 | ||||||||
| 26932 |
Grounds LLMs in real Scythian: Proto-Scythian lemmas, etymologies, Ossetian/Kho…
|
B 79 3⁄5 | ||||||||
| 26933 |
Verified pricing, hidden costs, negotiation data & TCO for 3,290+ software prod…
|
B 79 2⁄5 | ||||||||
| 26934 |
US outdoor recreation: 37k+ trails, 30k+ campgrounds, parks, weather + wildfire…
|
B 79 3⁄5 | ||||||||
| 26935 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases, supporting quer…
|
B 79 3⁄4 | ||||||||
| 26936 |
Search real coworking spaces in Europe and the Middle East: prices, amenities, …
|
B 79 2⁄5 | ||||||||
| 26937 |
Upload, delete, and manage images on BeeIMG with albums, folders, privacy contr…
|
B 79 2⁄5 | ||||||||
| 26938 |
Grounds LLMs in the real Livonian dictionary: attested words, inflections, roma…
|
B 79 3⁄5 | ||||||||
| 26939 |
Grounds LLMs in real Latin: Wiktionary lemmas, Morpheus inflections, citations.
|
B 79 3⁄5 | ||||||||
| 26940 |
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
|
B 79 2⁄5 | ||||||||
| 26941 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 26942 |
Human-authored personal context before AI guidance, built through private struc…
|
B 79 2⁄5 | ||||||||
| 26943 |
MCP server for the Hostaway property management system (vacation rentals & shor…
|
B 78 3⁄4 | ||||||||
| 26944 |
Deterministic Mexican payroll & tax math: finiquito, ISR, aguinaldo, IMSS (2026…
|
B 78 2⁄5 | ||||||||
| 26945 |
Значения карт Таро и Ленормана, расчёты Матрицы судьбы и Квадрата Пифагора.
|
B 78 2⁄5 | ||||||||
| 26946 |
Create, inspect, and manage Wubble music, speech, voice, and sound-effect reque…
|
B 78 2⁄5 | ||||||||
| 26947 |
Live Australian grocery prices from Woolworths, Coles, Aldi and Harris Farm.
|
B 78 2⁄5 | ||||||||
| 26948 |
Real-time Solana wallet health analysis platform and top-notch dev tool. Helps …
|
B 78 3⁄4 | ||||||||
| 26949 |
A MCP server for interacting with FogBugz issue tracker through LLMs such as Cl…
|
B 78 3⁄4 | ||||||||
| 26950 |
Official BlockRazor documentation for sending and receiving transations faster.
|
B 78 2⁄5 | ||||||||